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hep-ph2025
Reweighting and Analysing Event Generator Systematics by Neural Networks on High-Level Features
Amon Furuichi, Sung Hak Lim, Mihoko M. Nojiri
The state-of-the-art deep learning (DL) models for jet classification use jet constituent information directly, improving performance tremendously. This draws attention to interpre…
hep-ph2020
Morphology for Jet Classification
Sung Hak Lim, Mihoko M. Nojiri
We introduce a jet tagger based on a neural network analyzing the Minkowski Functionals (MFs) of pixellated jet images. The MFs are geometric measures of binary images, and they ca…